






import argparse
import json
import os
import sys
import tempfile
import unittest
from argparse import Namespace
from dataclasses import dataclass, field
from enum import Enum
from pathlib import Path
from typing import List, Literal, Optional

import yaml

from transformers import HfArgumentParser, TrainingArguments
from transformers.hf_argparser import make_choice_type_function, string_to_bool


# Since Python 3.10, we can use the builtin `|` operator for Union types
# See PEP 604: https://peps.python.org/pep-0604
SCREAMING_SNAKE_CASE__   :      Optional[Any]				=		sys.version_info >= (3, 10)

def   __lowercase       (			snake_case=None,	snake_case=None			):







				"""simple docstring"""






				return field(default_factory=lambda: default,	metadata=snake_case			)
@dataclass
class     lowerCamelCase_					:
				a__       							=	42
				a__       							=	42
				a__       							=	42
				a__       							=	42







@dataclass
class     lowerCamelCase_					:
				a__       							=	42
				a__       							=	field(default='''toto'''      ,					metadata={'''help''': '''help message'''}			)







@dataclass
class     lowerCamelCase_					:
				a__       							=	False
				a__       							=	True
				a__       							=	None







class     lowerCamelCase_					(   lowerCamelCase			):
				a__       							=	'''titi'''
				a__       							=	'''toto'''







class     lowerCamelCase_					(   lowerCamelCase			):
				a__       							=	'''titi'''
				a__       							=	'''toto'''
				a__       							=	42







@dataclass
class     lowerCamelCase_					:
				a__       							=	"toto"







				def       A						(    self  ):
								"""simple docstring"""
								__magic_name__		:int   =   BasicEnum(self.foo  )







@dataclass
class     lowerCamelCase_					:
				a__       							=	"toto"







				def       A						(    self  ):
								"""simple docstring"""
								__magic_name__		:Tuple   =   MixedTypeEnum(self.foo  )







@dataclass
class     lowerCamelCase_					:
				a__       							=	None
				a__       							=	field(default=lowerCamelCase      ,					metadata={'''help''': '''help message'''}			)
				a__       							=	None
				a__       							=	list_field(default=[]			)
				a__       							=	list_field(default=[]			)







@dataclass
class     lowerCamelCase_					:
				a__       							=	list_field(default=[]			)
				a__       							=	list_field(default=[1, 2, 3]			)
				a__       							=	list_field(default=['''Hallo''', '''Bonjour''', '''Hello''']			)
				a__       							=	list_field(default=[0.1, 0.2, 0.3]			)







@dataclass
class     lowerCamelCase_					:
				a__       							=	field()
				a__       							=	field()
				a__       							=	field()







				def       A						(    self  ):
								"""simple docstring"""
								__magic_name__		:List[str]   =   BasicEnum(self.required_enum  )







@dataclass
class     lowerCamelCase_					:
				a__       							=	42
				a__       							=	field()
				a__       							=	None
				a__       							=	field(default='''toto'''      ,					metadata={'''help''': '''help message'''}			)
				a__       							=	list_field(default=['''Hallo''', '''Bonjour''', '''Hello''']			)


if is_python_no_less_than_3_10:
					@dataclass
					class     lowerCamelCase_					:
									a__       							=	False
									a__       							=	True
									a__       							=	None







					@dataclass
					class     lowerCamelCase_					:
									a__       							=	None
									a__       							=	field(default=lowerCamelCase      ,					metadata={'''help''': '''help message'''}			)
									a__       							=	None
									a__       							=	list_field(default=[]			)
									a__       							=	list_field(default=[]			)

class     lowerCamelCase_					(   unittest.TestCase			):







				def       A						(    self							,       __lowerCAmelCase							,       __lowerCAmelCase  ):
								"""simple docstring"""
								self.assertEqual(len(a._actions  )							,       len(b._actions  )  )
								for x, y in zip(a._actions							,       b._actions  ):
												__magic_name__		:Tuple   =   {k: v for k, v in vars(__lowerCAmelCase  ).items() if k != '''container'''}
												__magic_name__		:Dict   =   {k: v for k, v in vars(__lowerCAmelCase  ).items() if k != '''container'''}

												# Choices with mixed type have custom function as "type"
												# So we need to compare results directly for equality
												if xx.get('''choices'''							,       __lowerCAmelCase  ) and yy.get('''choices'''							,       __lowerCAmelCase  ):
																for expected_choice in yy["choices"] + xx["choices"]:
																				self.assertEqual(xx['''type'''](__lowerCAmelCase  )							,       yy['''type'''](__lowerCAmelCase  )  )
																del xx["type"], yy["type"]

												self.assertEqual(__lowerCAmelCase							,       __lowerCAmelCase  )







				def       A						(    self  ):
								"""simple docstring"""
								__magic_name__		:Any   =   HfArgumentParser(__lowerCAmelCase  )

								__magic_name__		:Tuple   =   argparse.ArgumentParser()
								expected.add_argument('''--foo'''							,       type=__lowerCAmelCase							,       required=__lowerCAmelCase  )
								expected.add_argument('''--bar'''							,       type=__lowerCAmelCase							,       required=__lowerCAmelCase  )
								expected.add_argument('''--baz'''							,       type=__lowerCAmelCase							,       required=__lowerCAmelCase  )
								expected.add_argument('''--flag'''							,       type=__lowerCAmelCase							,       default=__lowerCAmelCase							,       const=__lowerCAmelCase							,       nargs='''?'''  )
								self.argparsersEqual(__lowerCAmelCase							,       __lowerCAmelCase  )

								__magic_name__		:Optional[Any]   =   ['''--foo''', '''1''', '''--baz''', '''quux''', '''--bar''', '''0.5''']
								((__magic_name__			)  ,								)		:Dict   =   parser.parse_args_into_dataclasses(__lowerCAmelCase							,       look_for_args_file=__lowerCAmelCase  )
								self.assertFalse(example.flag  )







				def       A						(    self  ):
								"""simple docstring"""
								__magic_name__		:Tuple   =   HfArgumentParser(__lowerCAmelCase  )

								__magic_name__		:List[Any]   =   argparse.ArgumentParser()
								expected.add_argument('''--foo'''							,       default=4_2							,       type=__lowerCAmelCase  )
								expected.add_argument('''--baz'''							,       default='''toto'''							,       type=__lowerCAmelCase							,       help='''help message'''  )
								self.argparsersEqual(__lowerCAmelCase							,       __lowerCAmelCase  )







				def       A						(    self  ):
								"""simple docstring"""
								__magic_name__		:Optional[int]   =   argparse.ArgumentParser()
								expected.add_argument('''--foo'''							,       type=__lowerCAmelCase							,       default=__lowerCAmelCase							,       const=__lowerCAmelCase							,       nargs='''?'''  )
								expected.add_argument('''--baz'''							,       type=__lowerCAmelCase							,       default=__lowerCAmelCase							,       const=__lowerCAmelCase							,       nargs='''?'''  )
								# A boolean no_* argument always has to come after its "default: True" regular counter-part
								# and its default must be set to False
								expected.add_argument('''--no_baz'''							,       action='''store_false'''							,       default=__lowerCAmelCase							,       dest='''baz'''  )
								expected.add_argument('''--opt'''							,       type=__lowerCAmelCase							,       default=__lowerCAmelCase  )

								__magic_name__		:Optional[int]   =   [WithDefaultBoolExample]
								if is_python_no_less_than_3_10:
												dataclass_types.append(__lowerCAmelCase  )

								for dataclass_type in dataclass_types:
												__magic_name__		:int   =   HfArgumentParser(__lowerCAmelCase  )
												self.argparsersEqual(__lowerCAmelCase							,       __lowerCAmelCase  )

												__magic_name__		:Optional[Any]   =   parser.parse_args([]  )
												self.assertEqual(__lowerCAmelCase							,       Namespace(foo=__lowerCAmelCase							,       baz=__lowerCAmelCase							,       opt=__lowerCAmelCase  )  )

												__magic_name__		:Optional[Any]   =   parser.parse_args(['''--foo''', '''--no_baz''']  )
												self.assertEqual(__lowerCAmelCase							,       Namespace(foo=__lowerCAmelCase							,       baz=__lowerCAmelCase							,       opt=__lowerCAmelCase  )  )

												__magic_name__		:List[str]   =   parser.parse_args(['''--foo''', '''--baz''']  )
												self.assertEqual(__lowerCAmelCase							,       Namespace(foo=__lowerCAmelCase							,       baz=__lowerCAmelCase							,       opt=__lowerCAmelCase  )  )

												__magic_name__		:List[Any]   =   parser.parse_args(['''--foo''', '''True''', '''--baz''', '''True''', '''--opt''', '''True''']  )
												self.assertEqual(__lowerCAmelCase							,       Namespace(foo=__lowerCAmelCase							,       baz=__lowerCAmelCase							,       opt=__lowerCAmelCase  )  )

												__magic_name__		:Dict   =   parser.parse_args(['''--foo''', '''False''', '''--baz''', '''False''', '''--opt''', '''False''']  )
												self.assertEqual(__lowerCAmelCase							,       Namespace(foo=__lowerCAmelCase							,       baz=__lowerCAmelCase							,       opt=__lowerCAmelCase  )  )







				def       A						(    self  ):
								"""simple docstring"""
								__magic_name__		:Any   =   HfArgumentParser(__lowerCAmelCase  )

								__magic_name__		:str   =   argparse.ArgumentParser()
								expected.add_argument(
								    '''--foo'''							,       default='''toto'''							,       choices=['''titi''', '''toto''', 4_2]							,       type=make_choice_type_function(['''titi''', '''toto''', 4_2]  )							,       )
								self.argparsersEqual(__lowerCAmelCase							,       __lowerCAmelCase  )

								__magic_name__		:Optional[int]   =   parser.parse_args([]  )
								self.assertEqual(args.foo							,       '''toto'''  )
								__magic_name__		:List[Any]   =   parser.parse_args_into_dataclasses([]  )[0]
								self.assertEqual(enum_ex.foo							,       MixedTypeEnum.toto  )

								__magic_name__		:Tuple   =   parser.parse_args(['''--foo''', '''titi''']  )
								self.assertEqual(args.foo							,       '''titi'''  )
								__magic_name__		:List[str]   =   parser.parse_args_into_dataclasses(['''--foo''', '''titi''']  )[0]
								self.assertEqual(enum_ex.foo							,       MixedTypeEnum.titi  )

								__magic_name__		:Tuple   =   parser.parse_args(['''--foo''', '''42''']  )
								self.assertEqual(args.foo							,       4_2  )
								__magic_name__		:Any   =   parser.parse_args_into_dataclasses(['''--foo''', '''42''']  )[0]
								self.assertEqual(enum_ex.foo							,       MixedTypeEnum.fourtytwo  )







				def       A						(    self  ):
								"""simple docstring"""
								@dataclass
								class     lowerCamelCase_					:
												a__       							=	"toto"







								__magic_name__		:str   =   HfArgumentParser(__lowerCAmelCase  )

								__magic_name__		:Union[str, Any]   =   argparse.ArgumentParser()
								expected.add_argument(
								    '''--foo'''							,       default='''toto'''							,       choices=('''titi''', '''toto''', 4_2)							,       type=make_choice_type_function(['''titi''', '''toto''', 4_2]  )							,       )
								self.argparsersEqual(__lowerCAmelCase							,       __lowerCAmelCase  )

								__magic_name__		:Tuple   =   parser.parse_args([]  )
								self.assertEqual(args.foo							,       '''toto'''  )

								__magic_name__		:Union[str, Any]   =   parser.parse_args(['''--foo''', '''titi''']  )
								self.assertEqual(args.foo							,       '''titi'''  )

								__magic_name__		:List[str]   =   parser.parse_args(['''--foo''', '''42''']  )
								self.assertEqual(args.foo							,       4_2  )







				def       A						(    self  ):
								"""simple docstring"""
								__magic_name__		:List[Any]   =   HfArgumentParser(__lowerCAmelCase  )

								__magic_name__		:int   =   argparse.ArgumentParser()
								expected.add_argument('''--foo_int'''							,       nargs='''+'''							,       default=[]							,       type=__lowerCAmelCase  )
								expected.add_argument('''--bar_int'''							,       nargs='''+'''							,       default=[1, 2, 3]							,       type=__lowerCAmelCase  )
								expected.add_argument('''--foo_str'''							,       nargs='''+'''							,       default=['''Hallo''', '''Bonjour''', '''Hello''']							,       type=__lowerCAmelCase  )
								expected.add_argument('''--foo_float'''							,       nargs='''+'''							,       default=[0.1, 0.2, 0.3]							,       type=__lowerCAmelCase  )

								self.argparsersEqual(__lowerCAmelCase							,       __lowerCAmelCase  )

								__magic_name__		:str   =   parser.parse_args([]  )
								self.assertEqual(
								    __lowerCAmelCase							,       Namespace(foo_int=[]							,       bar_int=[1, 2, 3]							,       foo_str=['''Hallo''', '''Bonjour''', '''Hello''']							,       foo_float=[0.1, 0.2, 0.3]  )							,       )

								__magic_name__		:List[str]   =   parser.parse_args('''--foo_int 1 --bar_int 2 3 --foo_str a b c --foo_float 0.1 0.7'''.split()  )
								self.assertEqual(__lowerCAmelCase							,       Namespace(foo_int=[1]							,       bar_int=[2, 3]							,       foo_str=['''a''', '''b''', '''c''']							,       foo_float=[0.1, 0.7]  )  )







				def       A						(    self  ):
								"""simple docstring"""
								__magic_name__		:str   =   argparse.ArgumentParser()
								expected.add_argument('''--foo'''							,       default=__lowerCAmelCase							,       type=__lowerCAmelCase  )
								expected.add_argument('''--bar'''							,       default=__lowerCAmelCase							,       type=__lowerCAmelCase							,       help='''help message'''  )
								expected.add_argument('''--baz'''							,       default=__lowerCAmelCase							,       type=__lowerCAmelCase  )
								expected.add_argument('''--ces'''							,       nargs='''+'''							,       default=[]							,       type=__lowerCAmelCase  )
								expected.add_argument('''--des'''							,       nargs='''+'''							,       default=[]							,       type=__lowerCAmelCase  )

								__magic_name__		:Dict   =   [OptionalExample]
								if is_python_no_less_than_3_10:
												dataclass_types.append(__lowerCAmelCase  )

								for dataclass_type in dataclass_types:
												__magic_name__		:Optional[Any]   =   HfArgumentParser(__lowerCAmelCase  )

												self.argparsersEqual(__lowerCAmelCase							,       __lowerCAmelCase  )

												__magic_name__		:str   =   parser.parse_args([]  )
												self.assertEqual(__lowerCAmelCase							,       Namespace(foo=__lowerCAmelCase							,       bar=__lowerCAmelCase							,       baz=__lowerCAmelCase							,       ces=[]							,       des=[]  )  )

												__magic_name__		:Union[str, Any]   =   parser.parse_args('''--foo 12 --bar 3.14 --baz 42 --ces a b c --des 1 2 3'''.split()  )
												self.assertEqual(__lowerCAmelCase							,       Namespace(foo=1_2							,       bar=3.14							,       baz='''42'''							,       ces=['''a''', '''b''', '''c''']							,       des=[1, 2, 3]  )  )







				def       A						(    self  ):
								"""simple docstring"""
								__magic_name__		:List[Any]   =   HfArgumentParser(__lowerCAmelCase  )

								__magic_name__		:Tuple   =   argparse.ArgumentParser()
								expected.add_argument('''--required_list'''							,       nargs='''+'''							,       type=__lowerCAmelCase							,       required=__lowerCAmelCase  )
								expected.add_argument('''--required_str'''							,       type=__lowerCAmelCase							,       required=__lowerCAmelCase  )
								expected.add_argument(
								    '''--required_enum'''							,       type=make_choice_type_function(['''titi''', '''toto''']  )							,       choices=['''titi''', '''toto''']							,       required=__lowerCAmelCase							,       )
								self.argparsersEqual(__lowerCAmelCase							,       __lowerCAmelCase  )







				def       A						(    self  ):
								"""simple docstring"""
								__magic_name__		:Tuple   =   HfArgumentParser(__lowerCAmelCase  )

								__magic_name__		:Optional[Any]   =   argparse.ArgumentParser()
								expected.add_argument('''--foo'''							,       type=__lowerCAmelCase							,       required=__lowerCAmelCase  )
								expected.add_argument(
								    '''--required_enum'''							,       type=make_choice_type_function(['''titi''', '''toto''']  )							,       choices=['''titi''', '''toto''']							,       required=__lowerCAmelCase							,       )
								expected.add_argument('''--opt'''							,       type=__lowerCAmelCase							,       default=__lowerCAmelCase  )
								expected.add_argument('''--baz'''							,       default='''toto'''							,       type=__lowerCAmelCase							,       help='''help message'''  )
								expected.add_argument('''--foo_str'''							,       nargs='''+'''							,       default=['''Hallo''', '''Bonjour''', '''Hello''']							,       type=__lowerCAmelCase  )
								self.argparsersEqual(__lowerCAmelCase							,       __lowerCAmelCase  )







				def       A						(    self  ):
								"""simple docstring"""
								__magic_name__		:Tuple   =   HfArgumentParser(__lowerCAmelCase  )

								__magic_name__		:Dict   =   {
								    '''foo''': 1_2,
								    '''bar''': 3.14,
								    '''baz''': '''42''',
								    '''flag''': True,
								}

								__magic_name__		:int   =   parser.parse_dict(__lowerCAmelCase  )[0]
								__magic_name__		:List[str]   =   BasicExample(**__lowerCAmelCase  )
								self.assertEqual(__lowerCAmelCase							,       __lowerCAmelCase  )







				def       A						(    self  ):
								"""simple docstring"""
								__magic_name__		:Optional[Any]   =   HfArgumentParser(__lowerCAmelCase  )

								__magic_name__		:int   =   {
								    '''foo''': 1_2,
								    '''bar''': 3.14,
								    '''baz''': '''42''',
								    '''flag''': True,
								    '''extra''': 4_2,
								}

								self.assertRaises(__lowerCAmelCase							,       parser.parse_dict							,       __lowerCAmelCase							,       allow_extra_keys=__lowerCAmelCase  )







				def       A						(    self  ):
								"""simple docstring"""
								__magic_name__		:Any   =   HfArgumentParser(__lowerCAmelCase  )

								__magic_name__		:Dict   =   {
								    '''foo''': 1_2,
								    '''bar''': 3.14,
								    '''baz''': '''42''',
								    '''flag''': True,
								}
								with tempfile.TemporaryDirectory() as tmp_dir:
												__magic_name__		:List[Any]   =   os.path.join(__lowerCAmelCase							,       '''temp_json'''  )
												os.mkdir(__lowerCAmelCase  )
												with open(temp_local_path + '''.json'''							,       '''w+'''  ) as f:
																json.dump(__lowerCAmelCase							,       __lowerCAmelCase  )
												__magic_name__		:Union[str, Any]   =   parser.parse_yaml_file(Path(temp_local_path + '''.json'''  )  )[0]

								__magic_name__		:int   =   BasicExample(**__lowerCAmelCase  )
								self.assertEqual(__lowerCAmelCase							,       __lowerCAmelCase  )







				def       A						(    self  ):
								"""simple docstring"""
								__magic_name__		:Optional[int]   =   HfArgumentParser(__lowerCAmelCase  )

								__magic_name__		:List[str]   =   {
								    '''foo''': 1_2,
								    '''bar''': 3.14,
								    '''baz''': '''42''',
								    '''flag''': True,
								}
								with tempfile.TemporaryDirectory() as tmp_dir:
												__magic_name__		:List[Any]   =   os.path.join(__lowerCAmelCase							,       '''temp_yaml'''  )
												os.mkdir(__lowerCAmelCase  )
												with open(temp_local_path + '''.yaml'''							,       '''w+'''  ) as f:
																yaml.dump(__lowerCAmelCase							,       __lowerCAmelCase  )
												__magic_name__		:Optional[Any]   =   parser.parse_yaml_file(Path(temp_local_path + '''.yaml'''  )  )[0]
								__magic_name__		:List[str]   =   BasicExample(**__lowerCAmelCase  )
								self.assertEqual(__lowerCAmelCase							,       __lowerCAmelCase  )







				def       A						(    self  ):
								"""simple docstring"""
								__magic_name__		:List[str]   =   HfArgumentParser(__lowerCAmelCase  )
								self.assertIsNotNone(__lowerCAmelCase  )












'''simple docstring'''







from typing import TYPE_CHECKING

from ...utils import (
    OptionalDependencyNotAvailable,
    _LazyModule,
    is_flax_available,
    is_tf_available,
    is_torch_available,
)


lowerCAmelCase_     						=				{
    '''configuration_roberta_prelayernorm''': [
        '''ROBERTA_PRELAYERNORM_PRETRAINED_CONFIG_ARCHIVE_MAP''',
        '''RobertaPreLayerNormConfig''',
        '''RobertaPreLayerNormOnnxConfig''',
    ],
}

try:
    if not is_torch_available():
        raise OptionalDependencyNotAvailable()
except OptionalDependencyNotAvailable:
    pass
else:
    lowerCAmelCase_     						=				[
        '''ROBERTA_PRELAYERNORM_PRETRAINED_MODEL_ARCHIVE_LIST''',
        '''RobertaPreLayerNormForCausalLM''',
        '''RobertaPreLayerNormForMaskedLM''',
        '''RobertaPreLayerNormForMultipleChoice''',
        '''RobertaPreLayerNormForQuestionAnswering''',
        '''RobertaPreLayerNormForSequenceClassification''',
        '''RobertaPreLayerNormForTokenClassification''',
        '''RobertaPreLayerNormModel''',
        '''RobertaPreLayerNormPreTrainedModel''',
    ]

try:
    if not is_tf_available():
        raise OptionalDependencyNotAvailable()
except OptionalDependencyNotAvailable:
    pass
else:
    lowerCAmelCase_     						=				[
        '''TF_ROBERTA_PRELAYERNORM_PRETRAINED_MODEL_ARCHIVE_LIST''',
        '''TFRobertaPreLayerNormForCausalLM''',
        '''TFRobertaPreLayerNormForMaskedLM''',
        '''TFRobertaPreLayerNormForMultipleChoice''',
        '''TFRobertaPreLayerNormForQuestionAnswering''',
        '''TFRobertaPreLayerNormForSequenceClassification''',
        '''TFRobertaPreLayerNormForTokenClassification''',
        '''TFRobertaPreLayerNormMainLayer''',
        '''TFRobertaPreLayerNormModel''',
        '''TFRobertaPreLayerNormPreTrainedModel''',
    ]

try:
    if not is_flax_available():
        raise OptionalDependencyNotAvailable()
except OptionalDependencyNotAvailable:
    pass
else:
    lowerCAmelCase_     						=				[
        '''FlaxRobertaPreLayerNormForCausalLM''',
        '''FlaxRobertaPreLayerNormForMaskedLM''',
        '''FlaxRobertaPreLayerNormForMultipleChoice''',
        '''FlaxRobertaPreLayerNormForQuestionAnswering''',
        '''FlaxRobertaPreLayerNormForSequenceClassification''',
        '''FlaxRobertaPreLayerNormForTokenClassification''',
        '''FlaxRobertaPreLayerNormModel''',
        '''FlaxRobertaPreLayerNormPreTrainedModel''',
    ]


if TYPE_CHECKING:
    from .configuration_roberta_prelayernorm import (
        ROBERTA_PRELAYERNORM_PRETRAINED_CONFIG_ARCHIVE_MAP,
        RobertaPreLayerNormConfig,
        RobertaPreLayerNormOnnxConfig,
    )

    try:
        if not is_torch_available():
            raise OptionalDependencyNotAvailable()
    except OptionalDependencyNotAvailable:
        pass
    else:
        from .modeling_roberta_prelayernorm import (
            ROBERTA_PRELAYERNORM_PRETRAINED_MODEL_ARCHIVE_LIST,
            RobertaPreLayerNormForCausalLM,
            RobertaPreLayerNormForMaskedLM,
            RobertaPreLayerNormForMultipleChoice,
            RobertaPreLayerNormForQuestionAnswering,
            RobertaPreLayerNormForSequenceClassification,
            RobertaPreLayerNormForTokenClassification,
            RobertaPreLayerNormModel,
            RobertaPreLayerNormPreTrainedModel,
        )

    try:
        if not is_tf_available():
            raise OptionalDependencyNotAvailable()
    except OptionalDependencyNotAvailable:
        pass
    else:
        from .modeling_tf_roberta_prelayernorm import (
            TF_ROBERTA_PRELAYERNORM_PRETRAINED_MODEL_ARCHIVE_LIST,
            TFRobertaPreLayerNormForCausalLM,
            TFRobertaPreLayerNormForMaskedLM,
            TFRobertaPreLayerNormForMultipleChoice,
            TFRobertaPreLayerNormForQuestionAnswering,
            TFRobertaPreLayerNormForSequenceClassification,
            TFRobertaPreLayerNormForTokenClassification,
            TFRobertaPreLayerNormMainLayer,
            TFRobertaPreLayerNormModel,
            TFRobertaPreLayerNormPreTrainedModel,
        )

    try:
        if not is_flax_available():
            raise OptionalDependencyNotAvailable()
    except OptionalDependencyNotAvailable:
        pass
    else:
        from .modeling_flax_roberta_prelayernorm import (
            FlaxRobertaPreLayerNormForCausalLM,
            FlaxRobertaPreLayerNormForMaskedLM,
            FlaxRobertaPreLayerNormForMultipleChoice,
            FlaxRobertaPreLayerNormForQuestionAnswering,
            FlaxRobertaPreLayerNormForSequenceClassification,
            FlaxRobertaPreLayerNormForTokenClassification,
            FlaxRobertaPreLayerNormModel,
            FlaxRobertaPreLayerNormPreTrainedModel,
        )

else:
    import sys

    lowerCAmelCase_     						=				_LazyModule(__name__, globals()['''__file__'''], _import_structure, module_spec=__spec__)


